Nonparametric estimate based on imputations techniques for interval and partly interval censored data

Nonparametric estimate based on imputations techniques for interval and partly interval censored data

This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time...

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Main Authors: Zyoud, Abdallah, Elfaki, Faiz Ahmed Mohamed, Meftah, Hrairi
Format: Article
Language:English
Published: Science International(Lahore) 2016
Subjects:
QA Mathematics
Online Access:http://irep.iium.edu.my/51085/
http://irep.iium.edu.my/51085/
http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf
id iium-51085
recordtype eprints
spelling iium-510852017-10-17T03:38:35Z http://irep.iium.edu.my/51085/ Nonparametric estimate based on imputations techniques for interval and partly interval censored data Zyoud, Abdallah Elfaki, Faiz Ahmed Mohamed Meftah, Hrairi QA Mathematics This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time is observed while the rest are only known to fall within an interval (Kim 2003). In medical and reliability studies the most important function is the survival function. However, we used a nonparametric model to estimate the survival function based on different imputation techniques in the present of interval censored and PIC data. Our proposal is easily implemented using R software. Science International(Lahore) 2016-03 Article PeerReviewed application/pdf en http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf Zyoud, Abdallah and Elfaki, Faiz Ahmed Mohamed and Meftah, Hrairi (2016) Nonparametric estimate based on imputations techniques for interval and partly interval censored data. Science International Lahore, 28 (2 (Section A)). pp. 879-884. ISSN 1013-5316 http://www.sci-int.com/pdf/9507165371%20a%20879-884%20Abdallah%20Zyoud--MEN--CO%20AZRAM--MALAYSIA--Paid.pdf
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic QA Mathematics
spellingShingle QA Mathematics
Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
Nonparametric estimate based on imputations techniques for interval and partly interval censored data
description This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time is observed while the rest are only known to fall within an interval (Kim 2003). In medical and reliability studies the most important function is the survival function. However, we used a nonparametric model to estimate the survival function based on different imputation techniques in the present of interval censored and PIC data. Our proposal is easily implemented using R software.
format Article
author Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
author_facet Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
author_sort Zyoud, Abdallah
title Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_short Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_full Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_fullStr Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_full_unstemmed Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_sort nonparametric estimate based on imputations techniques for interval and partly interval censored data
publisher Science International(Lahore)
publishDate 2016
url http://irep.iium.edu.my/51085/
http://irep.iium.edu.my/51085/
http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf
first_indexed 2023-09-18T21:12:17Z
last_indexed 2023-09-18T21:12:17Z
_version_ 1777411332221435904

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